Publications

2022

113.
Tsitsipas, Athanasios; Eisenhart, Georg; Seybold, Daniel; Wesner, Stefan
Scalable Shapeoid Recognition on Multivariate Data Streams with Apache Beam
Computing Conference 2022 - accepted
London
July 2022
112.
Leznik, Mark; Iqbal, Md Shariar; Trubin, Igor; Lochner, Arne; Jamshidi, Pooyan; Bauer, André
Change Point Detection for MongoDB Time Series Performance Regression
CM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
111.
Bauer, André; Leznik, Mark; Iqbal, Md Shariar; Seybold, Daniel; Trubin, Igor; Erb, Benjamin; Domaschka, Jörg; Jamshidi, Pooyan
SPEC Research — Introducing the Predictive Data Analytics Working Group
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
110.
Leznik, Mark; Grohmann, Johannes; Kliche, Nina; Bauer, André; Seybold, Daniel; Eismann, Simon; Kounev, Samuel; Domaschka, Jörg
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity
ACM/SPEC International Conference on Performance Engineering 2022
Beijing, China
April 2022
109.
Held, Florian; Schauz, Philipp; Domaschka, Jörg
A Systematic Comparison of IoT Middleware
ESOCC 2022 - 9th European Conference on Service-Oriented and Cloud Computing
March 2022
DOI:10.1007/978-3-031-04718-3_5
108.
Tsitsipas, Athanasios
Towards an Ensemble Approach for Sensor Data Sensemaking
11th International Conference on Pattern Recognition Applications and Methods
February 2022
DOI:10.5220/0010898800003122
107.
Tsitsipas, Athanasios; Schubert, Lutz
On Group Theory and Interpretable Time Series Primitives
17th International Conference on Advanced Data Mining and Applications (ADMA 2021)
Publisher: Springer
January 2022
DOI:10.1007/978-3-030-95408-6_20

2021

106.
Tsitsipas, Athanasios; Schiessle, Pascal; Schubert, Lutz
Scotty: Fast a priori Structure-based Extraction from Time Series
2nd Discriminative Pattern Mining Workshop co-located with IEEE BigData 2021
December 2021
DOI:10.1109/BigData52589.2021.9671513
105.
Tsitsipas, Athanasios; Schubert, Lutz
Modelling and Reasoning for Indirect Sensing over Discrete-time via Markov Logic Networks
Proceedings of Thirteenth International Workshop Modelling and Reasoning in Context co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)from {CEUR} Workshop Proceedings, Page 9--18
Publisher: CEUR-WS.org, 2995
August 2021
File:pdfhttp://ceur-ws.org/Vol-2995/paper2.pdf
104.
Tsitsipas, Athanasios; Schubert, Lutz
Towards Commonsense Reasoning in AAL Environments
Proceedings of 23rd International Conference on Human-Computer Interaction (HCII 2021) - Posters
July 2021
Publisher: Springer
DOI:10.1007/978-3-030-78642-7_76
103.
Leznik, Mark; Michalsky, Patrick; Schanzel, Benjamin; Willis, Peter; Ostberg, Per-Olov; Domaschka, Jörg
Multivariate Time Series Synthesis Using Generative Adversarial Networks
Proceedings of the ACM/SPEC International Conference on Performance Engineering
2021
102.
Domaschka, Jörg; Eismann, Simon; Leznik, Mark; Grohmann, Johannes; Kounev, Samuel; Seybold, Daniel
Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads
Proceedings of the 2021 ACM/SPEC International Conference on Performance EngineeringfromICPE '21
Publisher: Association for Computing Machinery, New York, NY, USA
2021

2020

101.
Domaschka, Jörg; Volpert, Simon; Seybold, Daniel
Hathi: An MCDM-based Approach to Capacity Planning for Cloud-hosted DBMS
International Conference on Utility and Cloud Computing (UCC),
Publisher: IEE/ACM
13 Edition
December 2020
100.
Grohmann, Johannes; Seybold, Daniel; Eismann, Simon; Leznik, Mark; Kounev, Samuel; Domaschka, Jörg
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS
International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS),
Publisher: IEEE
28 Edition
November 2020
99.
Seybold, Daniel; Volpert, Simon; Domaschka, Jörg
Mowgli
SPEC Research Group
November 2020
98.
Seybold, Daniel; Wesner, Stefan; Domaschka, Jörg
King Louie: Reproducible Availability Benchmarking of Cloud-hosted DBMS
The 35th ACM/SIGAPP Symposium on Applied Computing,
Publisher: ACM
35 Edition
2020
DOI:10.1145/3341105.3373968
ISBN:978-1-4503-6866-7/20/03

2019

97.
Seybold, Daniel; Volpert, Simon; Wesner, Stefan; Bauer, André; Herbst, Nikolas; Domaschka, Jörg
Kaa: Evaluating Elasticity of Cloud-hosted DBMS
International Conference on Cloud Computing Technology and Science,
11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Sydney
Publisher: IEEE
11 Edition
December 2019
96.
Domaschka, Jörg; Seybold, Daniel
Towards Understanding the Performance of Distributed Database Management Systems in Volatile Environments
Symposium on Software Performance,
Würzburg
Publisher: GI
10 Edition
November 2019
95.
Leznik, Mark; Garcia Leiva, Rafael; Le Duc, Thang; Svorobej, Sergej; Närvä, Linus; Noya Mariño, Manuel; Willis, Peter; Giannoutakis, Konstantinos M.; Loomba, Radhika; Humanes, Héctor; López, Miguel Ángel; Östberg, P-O; Casari, Paolo; Domaschka, Jörg
RECAP Artificial Data Traces
October 2019
DOI:10.5281/zenodo.3458559
94.
[english] Schanzel, Benjamin; Leznik, Mark; Volpert, Simon; Domaschka, Jörg; Wesner, Stefan
Unified Container Environments for Scientific Cluster Scenarios
Proceedings of the 5th bwHPC Symposium,
bwHPC Symposium
Tübingen
September 2018
In Janczyk, Michael; Suchodoletz, Dirk von; Wiebelt, Bernd;, Editor
April 2019
93.
Seybold, Daniel; Keppler, Moritz; Gründler, Daniel; Domaschka, Jörg
Mowgli: Finding Your Way in the DBMS Jungle
International Conference on Performance Engineering (ICPE)
April 2019
Publisher: ACM
DOI:10.1145/3297663.3310303
92.
Mazumdar, Somnath; Seybold, Daniel; Kritikos, Kyriakos; Verginadis, Yiannis
A Survey on Data Storage and PlacementMethodologies for Cloud-Big Data Ecosystem
Journal of Big Data
February 2019
Publisher: Springer
DOI:10.1186/s40537-019-0178-3
91.
Sarker, Mitalee; Wesner, Stefan
Statistical Model Based Cloud Resource Management
Economics of Grids, Clouds, Systems, and Services. GECON 2018, Page 107-115
February 2019
DOI:https://doi.org/10.1007/978-3-030-13342-9_9
ISBN:978-3-030-13341-2
90.
Achilleos, Achilleas P.; Kritikos, Kyriakos; Rossini, Alessandro; Kapitsaki, Georgia M.; Domaschka, Jörg; Orzechowski, Michal; Seybold, Daniel; Nikolov, Nikolay; Romero, Daniel; Papadopoulos, George A.
The Cloud Application Modelling and Execution Language
Journal of Cloud Computing
2019
Publisher: Springer
89.
Sarker, Mitalee; Wesner, Stefan
Stability analysis of a statistical model for Cloud resource management
2019